A Kriging based spatiotemporal approach for traffic volume data imputation

Author:

Yang HongtaiORCID,Yang Jianjiang,Han Lee D.,Liu Xiaohan,Pu Li,Chin Shih-miao,Hwang Ho-ling

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference34 articles.

1. Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction;X Ma;Sensors,2017

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3. Using an ARIMA-GARCH Modeling Approach to Improve Subway Short-Term Ridership Forecasting Accounting for Dynamic Volatility;C Ding;IEEE Transactions on Intelligent Transportation Systems,2017

4. Predicting Short-Term Subway Ridership and Prioritizing Its Influential Factors Using Gradient Boosting Decision Trees;C Ding;Sustainability,2016

5. Prioritizing Influential Factors for Freeway Incident Clearance Time Prediction Using the Gradient Boosting Decision Trees Method;X Ma;IEEE Transactions on Intelligent Transportation Systems,2017

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